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kogpt2-wellness
a2ran/kogpt2-wellness
kogpt2-wellness is a text generation model from a2ran. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as cc-by-nc-sa-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- cc-by-nc-sa-4.0
- Model type
- gpt2
- Access
- Public
- Created
- Feb 25, 2023
- Updated
- Feb 26, 2023
- SHA
- b16c3b14
Try a prompt
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
kogpt2-finetuned-chatbot
This model is a fine-tuned version of skt/kogpt2-base-v2 on an unknown dataset. It achieves the following results on the evaluation set:
-
Loss: 0.6311
-
'<\unused1>' 토큰을 기준으로 질문, 발화 답변을 나눈 응답형 text generation pretrained 모델입니다.
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9794 | 1.0 | 4436 | 0.8402 |
| 0.7568 | 2.0 | 8872 | 0.6767 |
| 0.6748 | 3.0 | 13308 | 0.6311 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- cc-by-nc-sa-4.0
- Created
- Feb 25, 2023
- Updated
- Feb 26, 2023